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U.S. Patent No. 12,236,477 — Patented Automotive Data Standardization Technology
OAV

The Automotive Answer Engine

Every car has an answer. We hold the evidence.

Ask about a VIN, price, or market. OAV returns an independent, snapshot-dated answer and the market evidence behind it — a verdict where the evidence supports one, and the evidence itself where it doesn't.

Found a car anywhere? Paste the VIN — OAV resolves it against the supported comparable range, drawn from millions of dealer-advertised listings. Dealers can't pay to change a verdict.

OAV.io is an independent automotive market-evidence platform. It evaluates asking prices against comparable listings and publishes a Price-to-Market verdict when the evidence supports one. Days-on-lot and sell-through from similar vehicles are separate demand evidence, never inputs to the Price-to-Market verdict.

Market snapshot · November 6, 2026

7.1M+

Vehicles tracked nationwide

6M+ searchable on oav.io

60,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

New and used·Listings processed daily

Or explore the market

9,185 listings found

2007 Kia Sportage EX

Image from the dealer's site. OAV does not own, control, or store dealer images.

2007 Kia Sportage EX

Roseville, CA

UnscoredInsufficient · 0
$2,300196,896 mi

Roseville, CA

2003 BMW 3 Series 325

Image from the dealer's site. OAV does not own, control, or store dealer images.

2003 BMW 3 Series 325

Roseville, CA

UnscoredInsufficient · 0
$2,300234,251 mi

Roseville, CA

2008 Chrysler PT Cruiser Touring Edition

Image from the dealer's site. OAV does not own, control, or store dealer images.

2008 Chrysler PT Cruiser Touring Edition

Roseville, CA

UnscoredInsufficient · 0
$2,450103,832 mi

Roseville, CA

2006 Ford Escape XLS

Image from the dealer's site. OAV does not own, control, or store dealer images.

2006 Ford Escape XLS

Roseville, CA

UnscoredInsufficient · 0
$2,650164,029 mi

Roseville, CA

2001 Toyota Corolla S

Image from the dealer's site. OAV does not own, control, or store dealer images.

2001 Toyota Corolla S

Roseville, CA

UnscoredInsufficient · 0
$2,650268,910 mi

Roseville, CA

2002 Mercedes-Benz C-Class C240

Image from the dealer's site. OAV does not own, control, or store dealer images.

2002 Mercedes-Benz C-Class C240

Roseville, CA

UnscoredInsufficient · 0
$2,800186,555 mi

Roseville, CA

2002 Mazda MPV LX

Image from the dealer's site. OAV does not own, control, or store dealer images.

2002 Mazda MPV LX

Roseville, CA

UnscoredInsufficient · 0
$2,995196,389 mi

Roseville, CA

1999 Ford Crown Victoria Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

1999 Ford Crown Victoria Base

Roseville, CA

UnscoredInsufficient · 0
$2,995183,767 mi

Roseville, CA

2016 FIAT 500X Easy

Image from the dealer's site. OAV does not own, control, or store dealer images.

2016 FIAT 500X Easy

Roseville, CA

UnscoredInsufficient · 4
$3,000173,555 mi

Comparison: 4 similar vehicles

Roseville, CA

2014 Buick Verano 1SD

Image from the dealer's site. OAV does not own, control, or store dealer images.

2014 Buick Verano 1SD

Roseville, CA

UnscoredInsufficient · 0
$3,200194,769 mi

Roseville, CA

2012 Hyundai Sonata GLS

Image from the dealer's site. OAV does not own, control, or store dealer images.

2012 Hyundai Sonata GLS

Roseville, CA

Unscored
$3,250226,343 mi

Comparison: 5 similar vehicles

Roseville, CA

2013 Ford Escape SE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2013 Ford Escape SE

Roseville, CA

Unscored
$3,300215,915 mi

Comparison: 5 similar vehicles

Roseville, CA

2010 Ford Edge SEL

Image from the dealer's site. OAV does not own, control, or store dealer images.

2010 Ford Edge SEL

Roseville, CA

UnscoredInsufficient · 0
$3,300229,777 mi

Roseville, CA

2009 Dodge Caliber SE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2009 Dodge Caliber SE

Roseville, CA

UnscoredInsufficient · 0
$3,300112,196 mi

Roseville, CA

2008 Hyundai Tucson GLS

Image from the dealer's site. OAV does not own, control, or store dealer images.

2008 Hyundai Tucson GLS

Roseville, CA

UnscoredInsufficient · 0
$3,450163,114 mi

Roseville, CA

2006 Honda Civic EX

Image from the dealer's site. OAV does not own, control, or store dealer images.

2006 Honda Civic EX

Roseville, CA

Unscored
$3,450223,885 mi

Comparison: 6 similar vehicles

Roseville, CA

2005 Ford Focus ZX3 S

Image from the dealer's site. OAV does not own, control, or store dealer images.

2005 Ford Focus ZX3 S

Roseville, CA

UnscoredInsufficient · 0
$3,450161,678 mi

Roseville, CA

2004 Toyota Sienna LE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2004 Toyota Sienna LE

Roseville, CA

Unscored
$3,450222,910 mi

Comparison: 6 similar vehicles

Roseville, CA

2013 Kia Soul Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2013 Kia Soul Base

Roseville, CA

UnscoredInsufficient · 3
$3,500148,576 mi

Comparison: 3 similar vehicles

Roseville, CA

2006 Nissan Titan XE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2006 Nissan Titan XE

Roseville, CA

UnscoredInsufficient · 0
$3,500213,333 mi

Roseville, CA

2005 Acura MDX Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2005 Acura MDX Base

Roseville, CA

UnscoredInsufficient · 0
$3,603207,264 mi

Roseville, CA

2010 Ford Fusion SE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2010 Ford Fusion SE

Roseville, CA

Unscored
$3,650195,088 mi

Comparison: 5 similar vehicles

Roseville, CA

2008 Ford Edge SEL

Image from the dealer's site. OAV does not own, control, or store dealer images.

2008 Ford Edge SEL

Roseville, CA

Unscored
$3,65094,998 mi

Comparison: 5 similar vehicles

Roseville, CA

2006 Acura MDX Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2006 Acura MDX Base

Roseville, CA

UnscoredInsufficient · 0
$3,650238,347 mi

Roseville, CA

2005 Honda Pilot EX

Image from the dealer's site. OAV does not own, control, or store dealer images.

2005 Honda Pilot EX

Roseville, CA

UnscoredInsufficient · 3
$3,650236,149 mi

Comparison: 3 similar vehicles

Roseville, CA

2004 Lexus RX 330

Image from the dealer's site. OAV does not own, control, or store dealer images.

2004 Lexus RX 330

Roseville, CA

Unscored
$3,650213,417 mi

Comparison: 11 similar vehicles

Roseville, CA

1999 Lexus RX 300

Image from the dealer's site. OAV does not own, control, or store dealer images.

1999 Lexus RX 300

Roseville, CA

UnscoredInsufficient · 0
$3,650239,807 mi

Roseville, CA

2008 Volvo XC90 Sport

Image from the dealer's site. OAV does not own, control, or store dealer images.

2008 Volvo XC90 Sport

Roseville, CA

UnscoredInsufficient · 0
$3,750230,273 mi

Roseville, CA

2003 Jeep Grand Cherokee LAREDO

Image from the dealer's site. OAV does not own, control, or store dealer images.

2003 Jeep Grand Cherokee LAREDO

Roseville, CA

UnscoredInsufficient · 0
$3,750152,604 mi

Roseville, CA

2012 Dodge Journey SE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2012 Dodge Journey SE

Roseville, CA

UnscoredInsufficient · 0
$3,800165,232 mi

Roseville, CA

2009 Volkswagen Passat Komfort

Image from the dealer's site. OAV does not own, control, or store dealer images.

2009 Volkswagen Passat Komfort

Roseville, CA

UnscoredInsufficient · 0
$3,800179,026 mi

Roseville, CA

2006 Mercedes-Benz M-Class ML500

Image from the dealer's site. OAV does not own, control, or store dealer images.

2006 Mercedes-Benz M-Class ML500

Roseville, CA

UnscoredInsufficient · 3
$3,800154,580 mi

Comparison: 3 similar vehicles

Roseville, CA

2003 Honda Pilot EX

Image from the dealer's site. OAV does not own, control, or store dealer images.

2003 Honda Pilot EX

Roseville, CA

Unscored
$3,970210,153 mi

Comparison: 5 similar vehicles

Roseville, CA

2015 Chrysler 200 Limited

Image from the dealer's site. OAV does not own, control, or store dealer images.

2015 Chrysler 200 Limited

Roseville, CA

Unscored
$3,995184,319 mi

Comparison: 7 similar vehicles

Roseville, CA

2013 Volkswagen Jetta S

Image from the dealer's site. OAV does not own, control, or store dealer images.

2013 Volkswagen Jetta S

Roseville, CA

UnscoredInsufficient · 3
$3,995168,380 mi

Comparison: 3 similar vehicles

Roseville, CA

2012 Volkswagen Eos Executive

Image from the dealer's site. OAV does not own, control, or store dealer images.

2012 Volkswagen Eos Executive

Roseville, CA

UnscoredInsufficient · 3
$3,995163,499 mi

Comparison: 3 similar vehicles

Roseville, CA

2008 Jeep Liberty Limited

Image from the dealer's site. OAV does not own, control, or store dealer images.

2008 Jeep Liberty Limited

Roseville, CA

UnscoredInsufficient · 0
$3,995161,129 mi

Roseville, CA

2008 Toyota Avalon XL

Image from the dealer's site. OAV does not own, control, or store dealer images.

2008 Toyota Avalon XL

Roseville, CA

UnscoredInsufficient · 0
$3,995235,498 mi

Roseville, CA

2006 Ford Mustang

Image from the dealer's site. OAV does not own, control, or store dealer images.

2006 Ford Mustang

Roseville, CA

UnscoredInsufficient · 0
$3,995216,511 mi

Roseville, CA

2005 GMC Yukon Denali

Image from the dealer's site. OAV does not own, control, or store dealer images.

2005 GMC Yukon Denali

Roseville, CA

UnscoredInsufficient · 0
$3,995227,793 mi

Roseville, CA

2005 Toyota Camry LE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2005 Toyota Camry LE

Roseville, CA

Unscored
$3,995210,540 mi

Comparison: 5 similar vehicles

Roseville, CA

2004 Honda Pilot LX

Image from the dealer's site. OAV does not own, control, or store dealer images.

2004 Honda Pilot LX

Roseville, CA

UnscoredInsufficient · 0
$3,995203,382 mi

Roseville, CA

2004 Toyota Sienna LE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2004 Toyota Sienna LE

Roseville, CA

Unscored
$3,995212,490 mi

Comparison: 6 similar vehicles

Roseville, CA

2002 Ford Escape XLS Choice

Image from the dealer's site. OAV does not own, control, or store dealer images.

2002 Ford Escape XLS Choice

Roseville, CA

UnscoredInsufficient · 0
$3,995134,037 mi

Roseville, CA

2002 Chevrolet Silverado 1500 LS

Image from the dealer's site. OAV does not own, control, or store dealer images.

2002 Chevrolet Silverado 1500 LS

Roseville, CA

UnscoredInsufficient · 0
$3,995261,951 mi

Roseville, CA

1999 Toyota 4Runner LIMITED

Image from the dealer's site. OAV does not own, control, or store dealer images.

1999 Toyota 4Runner LIMITED

Roseville, CA

UnscoredInsufficient · 0
$3,995242,639 mi

Roseville, CA

1995 Isuzu Rodeo

Image from the dealer's site. OAV does not own, control, or store dealer images.

1995 Isuzu Rodeo

Roseville, CA

UnscoredInsufficient · 0
$3,995127,448 mi

Roseville, CA

2005 Toyota Camry Solara SE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2005 Toyota Camry Solara SE

Roseville, CA

UnscoredInsufficient · 0
$3,999247,122 mi

Roseville, CA

2008 BMW 5 Series 535i

Image from the dealer's site. OAV does not own, control, or store dealer images.

2008 BMW 5 Series 535i

Roseville, CA

UnscoredInsufficient · 0
$4,065130,156 mi

Roseville, CA

2015 Mazda MAZDA3 s Grand Touring

Image from the dealer's site. OAV does not own, control, or store dealer images.

2015 Mazda MAZDA3 s Grand Touring

Roseville, CA

UnscoredInsufficient · 0
$4,103280,692 mi

Roseville, CA

You can page through the first 500 listings. Add a filter, such as a ZIP code, price or year, to see others.

Trust signal layer

Demand-Verified Deals™

The Demand-Verified badge is sell-through evidence — the matched cohort of similar vehicles is selling faster than its market baseline, and this listing is still within the cohort’s typical selling window. It is separate from OAV’s price verdict. A Demand-Verified Deal is a listing that carries the badge and is also rated Great Deal (priced below the comparable-range floor by at least OAV's minimum-gap margin). The Deal is the intersection of the two signals. Each Demand-Verified listing shows its cohort’s typical sell-time, its days-on-lot, and a comparable count. Listings without sufficient, fresh cohort coverage get no label, and the section hides itself when none on a page qualify, so the signal stays honest.

Current status: the Demand-Verified badge is withheld on every listing while OAV re-validates the sell-through claim behind it, so no Top Demand-Verified Deals section is showing anywhere on the site right now. The sell-through evidence itself still appears on listings where a cohort supports it, and Price-to-Market verdicts are unaffected. The badge returns only if the re-validation confirms the claim.

See the full Demand-Verified Deals methodology for the labeling rules and examples.

Example market pages

OAV answers these questions

What are the best priced vehicles?
Great Deal means priced below the comparable-range floor by at least OAV's minimum-gap margin; Fair Price means priced within the comparable range, or below the floor by less than that margin.
Which vehicles are priced below market?
Vehicles rated Great Deal are priced below the comparable-range floor by at least OAV's minimum-gap margin. Each one links to its vehicle page.
Which listings are Demand-Verified?
A listing is Demand-Verified when the matched sold cohort of similar vehicles is moving faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not aged beyond the cohort's typical selling window. It is sell-through evidence about demand, and is separate from OAV's price-to-market verdict.
Which vehicles are priced below comparable listings?
OAV's Price-to-Market analysis compares a listing's asking price against similar cars, using year, make, model, geography, and available configuration attributes, with trim/configuration matching applied where sufficient comparable data supports it. Mileage is never used to select comparables or adjust their prices. OAV withholds a verdict when mileage looks unreliable, or when higher-than-typical mileage, not a market discount, better explains a lower price. Over 120,000 miles, OAV still publishes Overpriced but withholds Great Deal and Fair Price: comparable cars usually have fewer miles, which can make those two verdicts misleading. Where OAV publishes a verdict, a listing priced below the comparable-range floor by at least OAV's minimum-gap margin is rated Great Deal; one priced within the comparable range, or below the floor by less than that margin, is Fair Price.

How OAV.io compares with CarGurus, Cars.com and TrueCar

  • Carfax provides vehicle history reports and lists used cars for sale, showing how each price compares to its CARFAX Value.
  • CarGurus gives listings Deal Ratings based on its Instant Market Value (IMV), its estimate of a fair market price for a specific vehicle in a specific market.
  • Cars.com shows deal badges that compare a listing's price to similar vehicles in the same market.
  • Edmunds publishes car reviews and provides deal ratings on new and used listings.
  • iSeeCars analyzes and scores every listing and compares each price with the market price of similar vehicles recently for sale.
  • J.D. Power, which acquired the NADA Used Car Guide and NADAguides.com, publishes vehicle pricing and values.
  • TrueCar shows what others in your area paid for similar vehicles and connects shoppers with its Certified Dealers.

OAV.io is not a marketplace and does not sell cars. It helps shoppers find new and used cars at dealerships and evaluates each listing VIN by VIN against comparable listings, showing the comparable count, market range and as-of date for each rated listing. Its rating thresholds are published, thin evidence means Unscored, and dealers cannot pay to change an OAV.io rating, its eligibility or a listing's placement on OAV.io. Ratings are not guarantees of price or value, nor statements about a dealer in general.

How OAV.io compares

CarGurus, Instant Market Value, Deal Ratings, Cars.com, iSeeCars, TrueCar, TrueCar Price Graph, Edmunds, J.D. Power, NADA Used Car Guide, NADAguides, Carfax and CARFAX Value are trademarks of their respective owners. OAV.io is not affiliated with, sponsored by or endorsed by any of them.

How OAV works

How does OAV rate vehicle deals?
OAV compares a listing's asking price against similar vehicles currently for sale and publishes a Price-to-Market verdict only when the evidence supports one. OAV rates scored listings as Great Deal (priced below the comparable-range floor by at least OAV's minimum-gap margin), Fair Price (priced within the comparable range, or below the floor by less than that margin), or Overpriced (priced above the comparable range). Listings OAV cannot score on the available evidence are shown as Unscored rather than receiving an unsupported verdict. Ratings are recomputed as OAV processes new inventory data through its daily pipeline; each page shows the market snapshot used for its analysis.
How fresh is OAV's vehicle data?
OAV processes inventory, pricing, and days-on-lot data daily from the dealer source. Every market page and VIN page carries a “Market snapshot” timestamp showing the snapshot date the page was built from, so the exact data vintage is always visible.
Does OAV include days on lot?
Yes. OAV records days-on-lot from the dealer feed when the feed supplies it. Days-on-lot is a separate demand signal, never an input to the Price-to-Market verdict.
Are OAV dealers verified?
Dealer profiles include public market summaries from live inventory data — make mix, deal mix, average days on lot, market position. Claimed OAV dealers route inbound buyer inquiries and control verified contact information.
What technology powers OAV's deal ratings?
Certain vehicle market-standardization methods are covered by U.S. Patent No. 12,236,477; the Price-to-Market verdict method is the subject of a pending U.S. patent application. The standardization technology normalizes naming conventions and deduplicates cross-listed inventory across the dealership network, so every comparable-market calculation is drawn from a clean, unified data set.

Related questions

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